Paper Citation Record · LEDGER

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions

As of 18 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2602.03345.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2602.03345 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:05:54.897749Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact0
verified fuzzy0
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c6860b7e-d764-450a-9eef-0ab9558cda5f · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.749647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4379c947-b82e-4f69-b2bf-5997048bf129 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.753885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ddd948a-a92f-414c-9e36-a4655e2d980a · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.757690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88bc22ea-05f2-40f3-9042-cbfc5153409e · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.765887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4985229e-be8a-4efd-a474-50952246d525 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.769554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeac98d5-21ee-44f8-af6d-25a01a28ff5f · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.776324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73acbb1e-4d21-4e6e-8ff4-9c8904795532 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.781010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bfe1b3b-fcaa-421b-9804-ced4ad6207a6 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.784523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5871fc04-3c82-4827-9a0f-0d243c4ef054 · outbound

This paper cites 2022.Click models for web search.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions 2022.Click models for web search

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.791272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42aa56a0-886f-41e7-95cd-35c22eb15b5d · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.794748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 532fc18d-cefe-4a34-9516-725bed7d34fe · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.798010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a1fad62-9b78-4b31-a0ef-0273c95f3fc5 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.801489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a66dd27-c41a-4286-ba71-4fc110f32136 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.804714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20e12047-f19f-45f7-9cd3-95f216a38663 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.807850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84f4e7df-a468-4ccd-84fb-e26988cefbb7 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.811022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9faadc0-ca42-4f66-a9b6-95c06e884887 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.814359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5ba0382-4586-41a0-80b3-1006ff7ebcba · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.817642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 660b2d17-04b5-4fcf-bd00-aab380428518 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.824459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d787675-63c6-43f0-8e83-0966df63050b · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.827617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aeb327a-7c2a-430a-9620-b323e71241b9 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.830782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3ef76f3-6ac3-4fab-81fd-69c3704548eb · outbound

This paper cites InAcm Sigir Forum, Vol.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions InAcm Sigir Forum, Vol

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.821179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ba1670d-601f-49c9-afca-f9807a872f16 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.836993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d772b69f-778e-408c-b522-d76e4c18d7a1 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.840001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d22d6821-4ce8-44bc-bba4-e7a73c228e5b · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.843244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd0a55cf-0853-495c-b09e-9a8dda2fc8e6 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.833906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9bb999c-4365-41a8-8f5d-6740b67fcf76 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.849657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20d4ff8a-4253-4fa5-92a0-2f1495e9f11f · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.852659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38e969cd-5c17-485c-b540-14332296ee38 · outbound

This paper cites Introducing LETOR 4.0 Datasets.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Introducing LETOR 4.0 Datasets

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.855754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8bcace0-dfb8-4403-9e96-2b5f0bc6537c · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.846646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3d86378-f8ee-4928-ba9c-1a70fb9c2533 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.862318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c89cb0-72f4-4f97-97f2-031a3fda6d94 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.865362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab326717-9e8d-4cba-a79e-f5628748311b · outbound

This paper cites Group-Fairness in Influence Maximization.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Group-Fairness in Influence Maximization

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.868560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59052b18-b939-450a-9cbb-4f3ed53bdd60 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.859193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 039b96e4-2178-4823-bcf8-4dd03b1fa2a4 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.874787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38a56385-6663-4e4d-87d1-c27caebb0764 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.877785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fd6c0b0-5e61-47e1-88a2-5d1ef1403ac4 · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.881004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9729acf6-872b-4db1-88c0-8d3a3033433b · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.871979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f84627e-51db-4c0d-ab81-874371959f3b · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.887756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a3e5d5f-bb01-430e-8e5d-bd8ff1eb5adb · outbound

This paper cites an unresolved cited work.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.890899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12a4d5e2-fc29-4c06-bff9-16ee7e8651ee · outbound

This paper cites Fairness in Ranking: A Survey.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions Fairness in Ranking: A Survey

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.897749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a1d571-aead-40b4-b51c-6d782531ec2f · outbound

This paper cites FARA: Future-aware Ranking Algorithm for Fairness Optimization.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions FARA: Future-aware Ranking Algorithm for Fairness Optimization

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.884264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bf77205-7634-4a1a-b53c-61ae17f01a0e · outbound

This paper cites InProceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions InProceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.894416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d677a074-3c60-40cb-86cf-61dc9e020da6 · outbound

This paper cites InProceedings of the 26th International Conference on World Wide Web.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions InProceedings of the 26th International Conference on World Wide Web

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.787829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9a5706e-8f94-44b5-93c5-a6ac62d4ea38 · outbound

This paper cites In2020 IEEE International Conference on Big Data (Big Data).

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions In2020 IEEE International Conference on Big Data (Big Data)

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.761352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f07cfcaa-4be8-4c73-b9ca-6bac83012b01 · outbound

This paper cites InProceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency.

Beyond Exposure: Optimizing Ranking Fairness with Non-linear Time-Income Functions InProceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T05:05:54.772902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.